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ad4c1f0 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 | from unittest import TestCase
from autogpt.json_utils.json_fix_llm import fix_and_parse_json
from tests.utils import skip_in_ci
class TestParseJson(TestCase):
def test_valid_json(self):
"""Test that a valid JSON string is parsed correctly."""
json_str = '{"name": "John", "age": 30, "city": "New York"}'
obj = fix_and_parse_json(json_str)
self.assertEqual(obj, {"name": "John", "age": 30, "city": "New York"})
def test_invalid_json_minor(self):
"""Test that an invalid JSON string can not be fixed without gpt"""
json_str = '{"name": "John", "age": 30, "city": "New York",}'
with self.assertRaises(Exception):
fix_and_parse_json(json_str, try_to_fix_with_gpt=False)
def test_invalid_json_major_with_gpt(self):
"""Test that an invalid JSON string raises an error when try_to_fix_with_gpt is False"""
json_str = 'BEGIN: "name": "John" - "age": 30 - "city": "New York" :END'
with self.assertRaises(Exception):
fix_and_parse_json(json_str, try_to_fix_with_gpt=False)
def test_invalid_json_major_without_gpt(self):
"""Test that a REALLY invalid JSON string raises an error when try_to_fix_with_gpt is False"""
json_str = 'BEGIN: "name": "John" - "age": 30 - "city": "New York" :END'
# Assert that this raises an exception:
with self.assertRaises(Exception):
fix_and_parse_json(json_str, try_to_fix_with_gpt=False)
def test_invalid_json_leading_sentence_with_gpt(self):
"""Test that a REALLY invalid JSON string raises an error when try_to_fix_with_gpt is False"""
json_str = """I suggest we start by browsing the repository to find any issues that we can fix.
{
"command": {
"name": "browse_website",
"args":{
"url": "https://github.com/Torantulino/Auto-GPT"
}
},
"thoughts":
{
"text": "I suggest we start browsing the repository to find any issues that we can fix.",
"reasoning": "Browsing the repository will give us an idea of the current state of the codebase and identify any issues that we can address to improve the repo.",
"plan": "- Look through the repository to find any issues.\n- Investigate any issues to determine what needs to be fixed\n- Identify possible solutions to fix the issues\n- Open Pull Requests with fixes",
"criticism": "I should be careful while browsing so as not to accidentally introduce any new bugs or issues.",
"speak": "I will start browsing the repository to find any issues we can fix."
}
}"""
good_obj = {
"command": {
"name": "browse_website",
"args": {"url": "https://github.com/Torantulino/Auto-GPT"},
},
"thoughts": {
"text": "I suggest we start browsing the repository to find any issues that we can fix.",
"reasoning": "Browsing the repository will give us an idea of the current state of the codebase and identify any issues that we can address to improve the repo.",
"plan": "- Look through the repository to find any issues.\n- Investigate any issues to determine what needs to be fixed\n- Identify possible solutions to fix the issues\n- Open Pull Requests with fixes",
"criticism": "I should be careful while browsing so as not to accidentally introduce any new bugs or issues.",
"speak": "I will start browsing the repository to find any issues we can fix.",
},
}
# # Assert that this can be fixed with GPT
# self.assertEqual(fix_and_parse_json(json_str), good_obj)
# Assert that trying to fix this without GPT raises an exception
with self.assertRaises(Exception):
fix_and_parse_json(json_str, try_to_fix_with_gpt=False)
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